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Multiagent Systems 21CS742

Multiagent Systems 21CS742

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Multiagent Systems 21CS742

Course Code: 21CS742

Credits: 03

CIE Marks: 50

SEE Marks: 50

Total Marks: 100

Exam Hours: 03

Total Hours of Pedagogy: 40H

Teaching Hours/Weeks: [L:T:P:S] 3:0:0:0

Multiagent Problem Formulation: Utility, Markov Decision Processes, Planning.

Distributed Constraints: Distributed Constraint Satisfaction, Distributed Constraint Optimization.

Standard and Extended Form Games: Games in Normal Form, Games in Extended Form, Self-interested agents, Characteristic Form Games, Coalition Formation.

Learning in Multiagent Systems: The Machine Learning Problem, Cooperative Learning, Repeated Games, Stochastic Games, General Theories for Learning Agents, Collective Intelligence.

Negotiation: The Bargaining Problem, Monotonic Concession Protocol, Negotiation as Distributed Search, Ad-hoc Negotiation Strategies, The Task Allocation Problem.

Protocols for Multiagent Resource Allocation: Auctions, Simple Auctions, Combinatorial Auctions

Voting and Mechanism Design: The Voting Problem, Mechanism Design. Nature-Inspired Approaches: Ants and Termites, Immune. System

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